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Agent skill

Firecrawl Scrape

by parcadei in parcadei/Continuous-Claude-v3

Scrape web pages and extract content via Firecrawl MCP. An agent skill from parcadei/Continuous-Claude-v3.

MITAuto-check: notesData & Analytics

Install Firecrawl Scrape

skills CLI
$ npx skills add parcadei/Continuous-Claude-v3 --skill firecrawl-scrape -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install parcadei/Continuous-Claude-v3 firecrawl-scrape --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/firecrawl-scrape .claude/skills/firecrawl-scrape && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
firecrawl-scrape
GitHub stars
3.9k
Used in
2 other repos
Token cost
~254 tokens
SKILL.md length
56 words
Files
1
Skills in repo
141
Repo updated
First seen
Licence
MIT

At a glance

Scrape web pages and extract content via Firecrawl MCP. An agent skill from parcadei/Continuous-Claude-v3.

  • Tasks that involve Web scraping
  • SKILL.md covers When to Use, Instructions and MCP Server Required
  • Calls uv; reaches docs.python.org; needs FIRECRAWL_API_KEY

What it does

Firecrawl Scrape is an agent skill from parcadei/Continuous-Claude-v3. Scrape web pages and extract content via Firecrawl MCP

Its SKILL.md is about 250 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Web scraping. It works with Firecrawl and Model Context Protocol. The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.

When your agent uses it

  • Tasks that involve Web scraping

Example prompts

  • “/firecrawl-scrape”

Requirements

  • Python 3
  • A credential in FIRECRAWL_API_KEY
  • Pre-approved tools (allowed-tools): Bash, Read

What it can do on your machine

Read from SKILL.md and the folder at commit d07ff4b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • uv

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • docs.python.org

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • FIRECRAWL_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl Scrape loads about 254 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 56 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~254

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 56 words, ~254 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-scrape/SKILL.md (or your agent's skills folder).
name
firecrawl-scrape
description
Scrape web pages and extract content via Firecrawl MCP
allowed-tools
Bash, Read

Firecrawl Scrape Skill

When to Use

  • Scrape content from any URL
  • Extract structured data from web pages
  • Search the web and get content

Instructions

bash
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
    --url "https://example.com" \
    --format "markdown"
Parameters
  • --url: URL to scrape
  • --format: Output format - markdown, html, text (default: markdown)
  • --search: (alternative) Search query instead of direct URL
Examples
bash
# Scrape a page
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
    --url "https://docs.python.org/3/library/asyncio.html"

# Search and scrape
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
    --search "Python asyncio best practices 2024"

MCP Server Required

Requires firecrawl server in mcp_config.json with FIRECRAWL_API_KEY.

© parcadei, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/firecrawl-scrape of parcadei/Continuous-Claude-v3.

Open the folder on GitHubat commit d07ff4b

Used in 2 other repositories

We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Firecrawl Scrape next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Firecrawl Scrape compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Scrape this skillparcadei/Continuous-Claude-v33.9k2 repos~254Automated safety check: NotesMIT
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT
Serving The APIhashgraph-online/awesome-codex-plugins1.2k—~1.3kAutomated safety check: PassApache-2.0
Firecrawl MCPLeoYeAI/openclaw-master-skills2.2k—~7.4kAutomated safety check: PassMIT
Firecrawl Site Crawl ExtensionAgriciDaniel/claude-seo18k1 repos~2kAutomated safety check: PassMIT
SEO Sitemapseranking/seo-skills160—~2.3kAutomated safety check: PassMIT

Similar skills

  • SEO Firecrawl

    seranking/seo-skills

    Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.

    160 GitHub stars~2.3k tokensUpdated 3 mo ago
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  • Serving The API

    hashgraph-online/awesome-codex-plugins

    A skill your agent uses when the user wants a long-running HTTP service for scrape/crawl/map instead of one-shot CLI calls or the MCP server — for example wiring crawlberg into other apps over REST.

    1.2k GitHub stars~1.3k tokensUpdated today
    Data & AnalyticsAuto-check passed

  • Firecrawl MCP

    LeoYeAI/openclaw-master-skills

    Auto-generated skill for firecrawl-mcp tools via OneKey Gateway.

    2.2k GitHub stars~7.4k tokensUpdated 2 mo ago
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  • Firecrawl Site Crawl Extension

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    18k GitHub starsUsed in 1 repo~2k tokens
    Marketing & SEOAuto-check passed

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    seranking/seo-skills

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    160 GitHub stars~2.3k tokensUpdated 3 mo ago
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Works with

Categories

Questions about Firecrawl Scrape

What does Firecrawl Scrape do?

Scrape web pages and extract content via Firecrawl MCP. An agent skill from parcadei/Continuous-Claude-v3. Firecrawl Scrape is an agent skill from parcadei/Continuous-Claude-v3.

When should I use Firecrawl Scrape?

Firecrawl Scrape fits situations like: tasks that involve Web scraping.

How do I install Firecrawl Scrape in Claude Code?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill firecrawl-scrape -a claude-code`. Or copy the skill folder (.claude/skills/firecrawl-scrape in parcadei/Continuous-Claude-v3) into .claude/skills/firecrawl-scrape in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl Scrape in Codex?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill firecrawl-scrape -a codex`. Or copy the skill folder (.claude/skills/firecrawl-scrape in parcadei/Continuous-Claude-v3) into .agents/skills/firecrawl-scrape in your project. Codex loads it when a task matches its description.

Can I use Firecrawl Scrape in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add parcadei/Continuous-Claude-v3 --skill firecrawl-scrape -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-scrape, .gemini/skills/firecrawl-scrape, .github/skills/firecrawl-scrape and .opencode/skills/firecrawl-scrape in your project.

What does Firecrawl Scrape need to run?

Going by SKILL.md and its folder, Firecrawl Scrape needs the command-line tools its instructions call (uv) and credentials named FIRECRAWL_API_KEY. Our summary lists: Python 3; A credential in FIRECRAWL_API_KEY. Its frontmatter pre-approves these tools: Bash, Read.

Does Firecrawl Scrape access the network?

SKILL.md names 1 domain. In commands or code: docs.python.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Firecrawl Scrape safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Firecrawl Scrape use?

Firecrawl Scrape is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Scrape use?

About 254 tokens (SKILL.md is roughly 1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl Scrape?

Skills that share tags, products or a category with Firecrawl Scrape: SEO Firecrawl (seranking/seo-skills, 160 stars), Serving The API (hashgraph-online/awesome-codex-plugins, 1.2k stars), Firecrawl MCP (LeoYeAI/openclaw-master-skills, 2.2k stars) and Firecrawl Site Crawl Extension (AgriciDaniel/claude-seo, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Scrape?

parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,940 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.

Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.